DeceFL: A Principled Decentralized Federated Learning Framework
☆31Jan 25, 2023Updated 3 years ago
Alternatives and similar repositories for DeceFL
Users that are interested in DeceFL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆21Nov 10, 2023Updated 2 years ago
- A powerful framework for decentralized federated learning with user-defined communication topology☆12Dec 14, 2021Updated 4 years ago
- ☆11Dec 23, 2022Updated 3 years ago
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆86Jun 5, 2023Updated 3 years ago
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆23Sep 11, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆24Sep 2, 2023Updated 3 years ago
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆30Aug 21, 2021Updated 5 years ago
- P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, maki…☆155Oct 19, 2026Updated last week
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆33Feb 19, 2021Updated 5 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆83Jul 12, 2022Updated 4 years ago
- Simulation code for Federated Learning with Over-the-Air Computation.☆11Sep 11, 2020Updated 6 years ago
- This repository presents a blockchain-based framework, TrustFed, for Cross-Device Federated Learning systems to detect the model poisonin…☆13Mar 31, 2022Updated 4 years ago
- FedD3: Federated Learning via Decentralized Dataset Distillation☆31Apr 8, 2023Updated 3 years ago
- Implementation of Compressed SGD with Compressed Gradients in Pytorch☆13Jul 25, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Cryptographically Secure Aggregation for Federated Learning☆11Jan 24, 2023Updated 3 years ago
- Federated learning + blockchain example☆12Sep 13, 2022Updated 4 years ago
- Implicit Model Specialization through DAG-based Decentralized Federated Learning☆20Nov 2, 2021Updated 4 years ago
- DFL working group☆32May 14, 2024Updated 2 years ago
- Federated Primal-Dual Algorithm☆17Mar 4, 2021Updated 5 years ago
- 完全去中心化联邦学习☆34Aug 15, 2023Updated 3 years ago
- FedBERT : A federated approach that enables clients with limited computing resource to participate without violating data privacy.☆14Jul 3, 2023Updated 3 years ago
- Official Code for PACFL AAAI 2023☆45Aug 6, 2023Updated 3 years ago
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆193Aug 24, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- SWIFT: Shared WaIt Free Transmission☆10May 3, 2023Updated 3 years ago
- The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning, ICML 2025☆12Jun 12, 2025Updated last year
- [ICML2024] "FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees" by Jiaha…☆15Sep 22, 2024Updated 2 years ago
- Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356☆74Sep 10, 2020Updated 6 years ago
- FBNet code for FGOC in aerial images☆15Jun 9, 2022Updated 4 years ago
- ☆15Aug 6, 2023Updated 3 years ago
- This project used Flower, Go Ethereum, IPFS, Web3, digital signature and socket to implement blockchain-based federated learning.☆30Jun 16, 2022Updated 4 years ago
- ☆14Jan 3, 2024Updated 2 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆35Feb 8, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Cooperative Graph-based Networked Agent Challenges for Multi-Agent Reinforcement Learning☆17Jan 26, 2026Updated 9 months ago
- Galaxy Federated Learning Framework (星际联邦学习框架)☆254Jan 14, 2023Updated 3 years ago
- 硕士毕业论文代码 深度强化学习☆10Apr 4, 2020Updated 6 years ago
- Code to reproduce experiments from:☆10Dec 11, 2020Updated 5 years ago
- 自己的个人毕设,联邦学习相关,主要是多方安全计算中秘密分享的一种算法实现,以完成不需要第三方的安全隐私传输。(An algorithm implementation of secret sharing in multi-party secure computing to c…☆18Apr 10, 2022Updated 4 years ago
- Code for "Lightweight Blockchain-Empowered Secure and Efficient Federated Edge Learning", IEEE Transactions on Computers☆13Mar 12, 2026Updated 7 months ago
- ☆13Aug 17, 2023Updated 3 years ago